Prafulla Kumar Choubey

According to our database, Prafulla Kumar Choubey authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

Zhiwei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang, Zuxin Liu, Juntao Tan, Prafulla Kumar Choubey, Tian Lan, Jason Wu, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese

CoRR, 2024

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.

Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

XGen-7B Technical Report.

Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong

CoRR, 2023

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning.

Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries.

Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization.

Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts.

Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani

Proceedings of the Tenth International Conference on Learning Representations, 2022

Improving Factual Consistency in Summarization with Compression-Based Post-Editing.

Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency.

Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure.

Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization.

Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani

CoRR, 2021

Improving Gender Translation Accuracy with Filtered Self-Training.

Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu

CoRR, 2021

Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation.

Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Automatic Data Acquisition for Event Coreference Resolution.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event.

Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang, Lu Wang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Improving Dialogue State Tracking by Discerning the Relevant Context.

Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Modeling Document-level Causal Structures for Event Causal Relation Identification.

Lei Gao, Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

In Plain Sight: Media Bias Through the Lens of Factual Reporting.

Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, Lu Wang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations.

Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2017 Text Analysis Conference, 2017

Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events.

Prafulla Kumar Choubey, Ruihong Huang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017